# Flagwhite: Agent-Direct Score B (73.8%)

Site: http://danielfooddiary.com/2018/12/29/flagwhite/
Report: https://directindex.org/r/danielfooddiary.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Flagwhite is mostly ready for agents.
An AI assistant can open Flagwhite's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://danielfooddiary.com/2026/10/21/capturoffee/ (on the business's own site)
- Address: Jalan Jurong Kechil 104 Singapore
- Step-free access (OpenStreetMap)
- Prices: 7 prices on the site, the middle one SGD 15.00

## Nearby, also direct
Places near Flagwhite that take a booking or an order on their own website, with no marketplace in between.
- Fruicey (130 m): https://directindex.org/r/fruicey.sg
- Better Days Cafe & Bar (520 m): https://directindex.org/r/betterdayssg.com
- Lily.s Patisserie (890 m): https://directindex.org/r/lilyspatisserie.com

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## What the site tells visitors (Measured, not scored)
- **7 prices on the landing page, the middle one SGD 15.00.** In Singapore, the middle price of comparable sites that show prices is SGD 29.00.

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Flagwhite",
  "url": "http://danielfooddiary.com/2018/12/29/flagwhite/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Jalan Jurong Kechil 104",
    "addressLocality": "Singapore"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.3408716,
    "longitude": 103.7724164
  },
  "servesCuisine": [
    "brunch",
    "burger"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://danielfooddiary.com/2026/10/21/capturoffee/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
206 of 1062 in Singapore cafes and bars. Top 19% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | yes |
| Publish the menu or price list as HTML | 83% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 51% | yes |

Nearest places in the index: The Signature Pattisserie (F, 107 m, https://directindex.org/r/thesignaturepatisserie.com); Carpenter and Cook (D, 125 m, https://directindex.org/r/carpenterandcook.com); Fruicey (A, 126 m, https://directindex.org/r/fruicey.sg); Ought by Prodigal Co (C, 139 m, https://directindex.org/r/prodigalroasters.com); Elixir Esports (F, 356 m, https://directindex.org/r/elixiresports.com); Ace Maths (D, 470 m, https://directindex.org/r/thethinkerscap.com.sg); May's Kafe (F, 473 m, https://directindex.org/r/fnbees.com); Better Days Cafe & Bar (A, 516 m, https://directindex.org/r/betterdayssg.com); Lily.s Patisserie (B, 886 m, https://directindex.org/r/lilyspatisserie.com); WushuCafe (武术缘) (F, 972 m, https://directindex.org/r/wushuyuansg.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 73.8%.

See what an AI agent reads on this site: https://directindex.org/r/danielfooddiary.com/agent-view

## Businesses like Flagwhite in Singapore cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore cafes and bars | 1062 | 51% | 30% | 73.8% |
| Sites built with WordPress in Singapore cafes and bars | 260 | 58% | 34% | 73.8% |

The best of the sites built with WordPress in Singapore cafes and bars: Seng Coffee Bar (A 100%, https://directindex.org/r/sengcoffeebar.sg); Art Journey (A 95.4%, https://directindex.org/r/artjourney.sg); HighHouse (A 95.4%, https://directindex.org/r/highhouse.sg); NOVA (A 95.4%, https://directindex.org/r/novabar.sg); Sofnade (A 95.4%, https://directindex.org/r/sofnade.com).

With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 10th of 1,062 in Singapore cafes and bars, up from 206th.

This site appears in 2 cities (2 places on danielfooddiary.com). https://directindex.org/brand/danielfooddiary.com

## The direct record
What agents get for Flagwhite, as JSON: https://directindex.org/api/direct/danielfooddiary.com
- Book: none on record
- Order: https://danielfooddiary.com/2026/10/21/capturoffee/ (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/danielfooddiary.com/order

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/danielfooddiary.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/danielfooddiary.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/danielfooddiary.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=danielfooddiary.com&force=1